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# Install Tesseract and the pytesseract library | |
# Import necessary libraries | |
from PIL import Image | |
import pytesseract | |
import gradio as gr | |
# Define a function to extract text from an image | |
def extract_text_from_image(image_path): | |
try: | |
# Open the image file | |
img = Image.open(image_path) | |
# Use Tesseract to extract text | |
text = pytesseract.image_to_string(img) | |
return text | |
except Exception as e: | |
return str(e) | |
# Define Gradio interface | |
iface = gr.Interface( | |
fn=extract_text_from_image, | |
inputs=gr.Image(type="file", label="Upload an image"), | |
outputs="text" | |
) | |
# Launch Gradio interface | |
iface.launch(share=True) | |